Adopt a security-first mindset for brand consistency in AI. Learn how to use adversarial prompting to stress-test AI models and uncover critical gaps in your public data strategy. The rapid integration of Large Language Models (LLMs) into search and discovery has shifted brand consistency from a marketing objective to a data integrity challenge. When Google’s AI Overviews or ChatGPT answer a user query about your company, they are not simply retrieving an indexed page; they are synthesizing an answer based on a probabilistic understanding of your public data footprint.